Curated Modeled Fault Data Set

Description

The curated fault model simulation data set consists of tagged and fully-described time series representing simulated faults for the AFDD test building (ORNLs Flexible Research Platform (FRP)), including baseline performance, faulty performance, and corresponding energy impact. A total of 26 fault models are considered for 99 simulation scenarios with various fault intensity levels. Additional Contacts: Principal investigator: Matt Leach Matt.Leach@nrel.gov Simulation performer: Janghyun Kim Janghyun.Kim@nrel.gov

Resources

Name Format Description Link
21 Reference paper for the included datasets. https://www.mdpi.com/2075-5309/9/11/233
21 OpenStudio measures for modeling building faults. https://github.com/NREL/OpenStudio-fault-measure-gem/
21 Alternate source for "Curated fault simulation data set differential enthalpy economizer control" https://app.box.com/s/gwvhrkyf84okk8ggtm8vkq95vth33c2e
21 Alternate source for "Curated fault simulation data set fixed dry-bulb economizer control" https://app.box.com/s/btoin1klfparbdki3kvmbj6uxyh8zri3
33 A detailed description of the included datasets. https://data.openei.org/files/908/nrelcuratedfaultsimulationdataset.pdf
57 A total of 100 scenarios (99 faulted scenarios and 1 baseline scenario without fault) are simulated over four different locations (IECC climatic zones): Tampa FL (2A), Atlanta GA (3A), Knoxville TN (4A), Chicago (5A). Detail specifications and limtations of fault models can be found in the working GitHub repository found tin this submission: "OpenStudio Fault Measure Github" https://data.openei.org/files/908/CuratedFaultSimulationDataSet_DiffEnthalpy.zip
57 A total of 100 scenarios (99 faulted scenarios and 1 baseline scenario without fault) are simulated over four different locations (IECC climatic zones): Tampa FL (2A), Atlanta GA (3A), Knoxville TN (4A), Chicago (5A). Detail specifications and limtations of fault models can be found in the working GitHub repository found tin this submission: "OpenStudio Fault Measure Github" https://data.openei.org/files/908/CuratedFaultSimulationDataSet_FixedDrybulb.zip

Tags

  • energy-efficiency
  • energyplus
  • buildings
  • building-energy
  • afdd
  • model
  • building
  • building-energy-efficiency
  • fault
  • commercial
  • simulation

Topics

Categories